RAPIDS

An illustration representing Apache Spark.
Sep 14, 2023

ICYMI: Run RAPIDS-Accelerated Apache Spark on Amazon EMR

Streamline and accelerate deployment by integrating ETL and ML training into a single Apache Spark script on Amazon EMR.
1 MIN READ
Workflow examples.
Sep 12, 2023

Power Your Business with NVIDIA AI Enterprise 4.0 for Production-Ready Generative AI

Crossing the chasm and reaching its iPhone moment, generative AI must scale to fulfill exponentially increasing demands. Reliability and uptime are critical for...
4 MIN READ
Sep 11, 2023

Accelerating Vector Search: Fine-Tuning GPU Index Algorithms

The first post in this series introduced vector search indexes, explained the role they play in enabling a widespread range of important applications, and...
11 MIN READ
Sep 11, 2023

Accelerating Vector Search: Using GPU-Powered Indexes with RAPIDS RAFT

In the AI landscape of 2023, vector search is one of the hottest topics due to its applications in large language models (LLM) and generative AI. Semantic...
11 MIN READ
A diagram representing multi-GPU training.
Sep 07, 2023

Unlocking Multi-GPU Model Training with Dask XGBoost

As data scientists, we often face the challenging task of training large models on huge datasets. One commonly used tool, XGBoost, is a robust and efficient...
11 MIN READ
Sep 06, 2023

GPUs for ETL? Optimizing ETL Architecture for Apache Spark SQL Operations

Extract-transform-load (ETL) operations with GPUs using the NVIDIA RAPIDS Accelerator for Apache Spark running on large-scale data can produce both cost savings...
8 MIN READ
Aug 31, 2023

Introduction to Graph Neural Networks with NVIDIA cuGraph-DGL

Graph neural networks (GNNs) have emerged as a powerful tool for a variety of machine learning tasks on graph-structured data. These tasks range from node...
7 MIN READ
A close-up of a person typing on a laptop.
Aug 30, 2023

Workshop: Enhancing Data Science Outcomes with Efficient Workflows

Learn to create an end-to-end machine learning pipeline for large datasets with this virtual, hands-on workshop.
1 MIN READ
An illustration representing the RAPIDS workflow.
Aug 23, 2023

ICYMI: Utilizing GPUs for Machine Learning with RAPIDS

Delve into how TMA Solutions is accelerating original ML and AI workflows with RAPIDS.
1 MIN READ
Aug 10, 2023

Pro Tips for Building Multilingual Recommender Systems

Picture this: You're browsing through an online store, looking for the perfect pair of running shoes. But with thousands of options available, where do you even...
12 MIN READ
An illustration with 3 different colored squares labeled GPUs in a row.
Aug 04, 2023

ICYMI: Unlocking the Power of GPU-Accelerated DataFrames in Python

Read this tutorial on how to tap into GPUs by importing cuDF instead of pandas–with only a few code changes.
1 MIN READ
A US map showing different colors representing data visualization.
Jul 17, 2023

New Video: Visualizing Census Data with RAPIDS cuDF and Plotly Dash

Gathering business insights can be a pain, especially when you're dealing with countless data points.  It’s no secret that GPUs can be a time-saver for...
2 MIN READ
Stylized image of a computer chip.
Jul 17, 2023

GPUs for ETL? Run Faster, Less Costly Workloads with NVIDIA RAPIDS Accelerator for Apache Spark and Databricks

We were stuck. Really stuck. With a hard delivery deadline looming, our team needed to figure out how to process a complex extract-transform-load (ETL) job on...
7 MIN READ
Biospecimen
Jul 13, 2023

Whole Slide Image Analysis in Real Time with MONAI and RAPIDS

Digital pathology slide scanners generate massive images. Glass slides are routinely scanned at 40x magnification, resulting in gigapixel images. Compression...
10 MIN READ
Jul 11, 2023

Accelerated Data Analytics: A Guide to Data Visualization with RAPIDS

Visualization brings data to life, unveiling hidden patterns and insights through accessible visuals, and empowering you and your organization to perceive the...
10 MIN READ
Jul 11, 2023

Accelerated Data Analytics: Machine Learning with GPU-Accelerated Pandas and Scikit-learn

If you are looking to take your machine learning (ML) projects to new levels of speed and scalability, GPU-accelerated data analytics can help you deliver...
13 MIN READ